/EWC

OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation

Primary LanguageJupyter NotebookMIT LicenseMIT

Overcoming Catastrophic Forgetting in Neural Networks

OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation

In the ipynb are present three methods: vanilla (no incremental class learning techniques applied), Online EWC, and EWC++. The methods are tested on Split MNIST dataset that is made of 5 incremental tasks, where each task is made by two sequential digits.

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